Dario Floreano (born 1964 in San Daniele del Friuli, Italy) is a Swiss-Italian roboticist and engineer. He is Director of the Laboratory of Intelligent System (LIS) at the École Polytechnique Fédérale de Lausanne in Switzerland and was the founding director of the Swiss National Centre of Competence in Research (NCCR) Robotics.
One of the key research avenues explored in Floreano laboratory is the field of drone perception and design, with several contributions to the design and autonomous control of aerial Swarm behaviour. In earlier work, Floreano demonstrated the world's first team of 10 fixed-wing drones capable of coordinated outdoor flight by means of novel control algorithms that relied only on local Radio among neighbouring drones: an algorithm based on ant-colony exploration and an algorithm based on evolutionary algorithms. He then used the 10 fixed-wing drones to study Reynolds number flocking algorithms and showed that the vehicle agility and communication range among the drones significantly affected swarm cohesion. Dario Floreano also proposed novel mechanical design and control methods for exploration of buildings by drone swarms: these drones were designed to perch on ceilings for energy saving, and detecting and communicating with other drones. These and drones, a.k.a. eyebots, were successfully demonstrated in synergetic operation with a swarm of terrestrial robots ( footbots) and manipulating robots ( handbots) in a mission aimed at finding and retrieving a book placed on a shelf in a room. Floreano and his team later also studied sound-based swarming and have shown that a quadcopter equipped with a microphone array could detect the range and bearing of another emitting high-frequency chirps. In most recent work, Floreano developed a method for vision-based aerial swarms, whereby drones use onboard cameras to detect each other and autonomously coordinate their own motion with swarm algorithms, showing that drones can safely navigate in an outdoor environment despite substantial background clutter and difficult lighting conditions. At the same time, Floreano's team was able to demonstrate autonomous Swarm behaviour through cluttered environments with model predictive control, where their approach improved the speed, order and safety of the swarm, independently of the environment layout, whilst being scalable in swarm speed and inter-agent distance.
In parallel to the design and autonomous control of aerial swarms, Dario Floreano has been studying body-machine interfaces for more intuitive and immersive Telerobotics operation of drones. His team developed a novel BoMI method to automatically map spontaneous human gestures aimed at interacting with robotic devices. Floreano also developed a soft exoskeleton, called a FlyJacket, coupled with virtual reality goggles and smart gloves to allow non-expert persons to naturally control a drone in search and rescue missions. Floreano's FlyJacket solution was tested by nearly 500 persons at public demonstrations in Lausanne, Zurich, London and Boston. More recently, Floreano and his team showed that haptic feedback is effective at improving BoMI with a drone.
Current work at the LIS also investigates avian-inspired drones, which can morph both their wing and tail surfaces by folding feathers and changing sweep angles in order to improve flight capabilities. Studies have indicated that wing and tail morphing strategy and their synergy enhance the flight agility, maneuverability, stability, and energy efficiency. Other avian-inspired systems being developed by Dario Floreano and his team include mechanisms for perching and terrestrial locomotion.
Another line of research in the Floreano lab has focussed on soft and self-organizing robots. Floreano has studied the design and manufacture of multi-cellular soft robots and developed new functional materials for these applications.
Dario Floreano has published hundreds of peer-reviewed articles, tens of patents, as well as five books on neural networks, evolutionary robotics, bio-inspired artificial intelligence, bio-inspired flying robots, and most recently on "How Intelligent Machines Will Shape Our Future". In 2017, Floreano was featured by The Economist in a centre-page portrait as a pioneer in evolutionary robotics and aerial robotics. He was co-founder and member of the Board of Directors of the International Society for Artificial Life, Inc., member of the Board of Governors of the International Society for Neural Networks, Advisory Board member of the Future and Emerging Technology division of the European Commission, and founding members and vice-chair of the General Agenda Council on Robotics of the World Economic Forum.
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